{"id":"W3112723949","doi":"10.1111/nicc.12581","title":"Device‐associated health care‐associated infections: The effectiveness of a 3‐year prevention and control program in the Republic of Cyprus","year":2020,"lang":"en","type":"article","venue":"Nursing in Critical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Infection control; Incidence (geometry); Emergency medicine; Bloodstream infection; Pneumonia; Intensive care unit; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051193,0.0001177153,0.0004256146,0.0001043947,0.000101566,0.00002346009,0.00008037359,0.00014511,0.000005082415],"category_scores_gemma":[0.006799073,0.00008572295,0.00009800185,0.0009112837,0.0003324643,0.00006630916,0.00001484662,0.0004812495,4.458783e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005546111,"about_ca_system_score_gemma":0.0002364602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003621381,"about_ca_topic_score_gemma":0.000359537,"domain_scores_codex":[0.9970895,0.001762587,0.0004198347,0.000213315,0.0002703263,0.0002444388],"domain_scores_gemma":[0.997537,0.001731714,0.00009788763,0.0001751378,0.000392507,0.00006574135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001528167,0.00568226,0.875351,0.00542733,0.0002043956,0.00002264986,0.05423537,0.00009417818,0.002268895,0.009104932,0.0003487423,0.04573211],"study_design_scores_gemma":[0.006561502,0.005547914,0.9539232,0.004534001,0.0002970959,0.00001680492,0.0265695,0.0001573666,0.001084418,0.001030685,0.0001092584,0.0001682727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989576,0.001956649,0.0001119151,0.004974071,0.000175219,0.002057073,0.00003169303,0.00006866216,0.001048662],"genre_scores_gemma":[0.9993304,0.00001346624,0.00008274506,0.0003056469,0.00003915727,0.000181017,0.00003176456,0.00001522655,5.526642e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07857222,"threshold_uncertainty_score":0.8139617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438578250090576,"score_gpt":0.4234692319329038,"score_spread":0.3796114069238462,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}